Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 1311 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 155.2 KiB |
| Average record size in memory | 121.2 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 1 |
External Temperature is highly overall correlated with Feels Like and 2 other fields | High correlation |
Feels Like is highly overall correlated with External Temperature and 2 other fields | High correlation |
External Humidity is highly overall correlated with External Temperature and 1 other fields | High correlation |
Dew Point is highly overall correlated with External Temperature and 1 other fields | High correlation |
Clouds is highly overall correlated with Description | High correlation |
Description is highly overall correlated with Clouds | High correlation |
Wind Speed has 280 (21.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-06 11:29:55.461826 |
|---|---|
| Analysis finished | 2023-06-06 11:31:52.358063 |
| Duration | 1 minute and 56.9 seconds |
| Software version | pandas-profiling v0.0.dev0 |
| Download configuration | config.json |
External Temperature
Real number (ℝ)
| Distinct | 661 |
|---|---|
| Distinct (%) | 50.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.776865 |
| Minimum | 18.77 |
|---|---|
| Maximum | 30.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 18.77 |
|---|---|
| 5-th percentile | 20.885 |
| Q1 | 21.98 |
| median | 23.18 |
| Q3 | 25.26 |
| 95-th percentile | 28.445 |
| Maximum | 30.07 |
| Range | 11.3 |
| Interquartile range (IQR) | 3.28 |
Descriptive statistics
| Standard deviation | 2.335327 |
|---|---|
| Coefficient of variation (CV) | 0.098218456 |
| Kurtosis | -0.3242438 |
| Mean | 23.776865 |
| Median Absolute Deviation (MAD) | 1.45 |
| Skewness | 0.6794851 |
| Sum | 31171.47 |
| Variance | 5.4537521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.71 | 9 | 0.7% |
| 22.27 | 7 | 0.5% |
| 21.96 | 7 | 0.5% |
| 21.65 | 7 | 0.5% |
| 22.39 | 7 | 0.5% |
| 21.71 | 7 | 0.5% |
| 22.32 | 6 | 0.5% |
| 21.66 | 6 | 0.5% |
| 21.97 | 6 | 0.5% |
| 21.82 | 6 | 0.5% |
| Other values (651) | 1243 |
| Value | Count | Frequency (%) |
| 18.77 | 1 | |
| 19.11 | 1 | |
| 19.23 | 2 | |
| 19.25 | 1 | |
| 19.27 | 1 | |
| 19.29 | 1 | |
| 19.31 | 1 | |
| 19.32 | 1 | |
| 19.35 | 1 | |
| 19.39 | 1 |
| Value | Count | Frequency (%) |
| 30.07 | 1 | |
| 30.01 | 1 | |
| 29.85 | 1 | |
| 29.8 | 1 | |
| 29.59 | 1 | |
| 29.53 | 1 | |
| 29.49 | 1 | |
| 29.47 | 1 | |
| 29.46 | 1 | |
| 29.4 | 1 |
Feels Like
Real number (ℝ)
| Distinct | 651 |
|---|---|
| Distinct (%) | 49.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.825576 |
| Minimum | 19.24 |
|---|---|
| Maximum | 36.23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 19.24 |
|---|---|
| 5-th percentile | 21.54 |
| Q1 | 22.73 |
| median | 23.99 |
| Q3 | 25.98 |
| 95-th percentile | 31.725 |
| Maximum | 36.23 |
| Range | 16.99 |
| Interquartile range (IQR) | 3.25 |
Descriptive statistics
| Standard deviation | 3.0385902 |
|---|---|
| Coefficient of variation (CV) | 0.12239757 |
| Kurtosis | 1.2065611 |
| Mean | 24.825576 |
| Median Absolute Deviation (MAD) | 1.52 |
| Skewness | 1.2854552 |
| Sum | 32546.33 |
| Variance | 9.2330302 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.44 | 10 | 0.8% |
| 22.45 | 8 | 0.6% |
| 23.57 | 8 | 0.6% |
| 23.62 | 8 | 0.6% |
| 22.05 | 7 | 0.5% |
| 22.69 | 7 | 0.5% |
| 22.33 | 7 | 0.5% |
| 23.72 | 6 | 0.5% |
| 22.46 | 6 | 0.5% |
| 22.7 | 6 | 0.5% |
| Other values (641) | 1238 |
| Value | Count | Frequency (%) |
| 19.24 | 1 | |
| 19.58 | 1 | |
| 19.68 | 1 | |
| 19.69 | 1 | |
| 19.72 | 1 | |
| 19.78 | 1 | |
| 19.79 | 2 | |
| 19.8 | 2 | |
| 19.92 | 1 | |
| 19.97 | 2 |
| Value | Count | Frequency (%) |
| 36.23 | 1 | |
| 35.44 | 1 | |
| 34.92 | 1 | |
| 34.76 | 1 | |
| 34.68 | 1 | |
| 34.48 | 1 | |
| 34.4 | 1 | |
| 34.29 | 1 | |
| 33.91 | 1 | |
| 33.85 | 1 |
Pressure
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1011.0359 |
| Minimum | 1004 |
|---|---|
| Maximum | 1015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 1004 |
|---|---|
| 5-th percentile | 1008 |
| Q1 | 1010 |
| median | 1011 |
| Q3 | 1012 |
| 95-th percentile | 1014 |
| Maximum | 1015 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9064605 |
|---|---|
| Coefficient of variation (CV) | 0.0018856507 |
| Kurtosis | -0.15514315 |
| Mean | 1011.0359 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.35915252 |
| Sum | 1325468 |
| Variance | 3.6345916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1011 | 267 | |
| 1012 | 253 | |
| 1010 | 201 | |
| 1013 | 189 | |
| 1009 | 153 | |
| 1014 | 104 | 7.9% |
| 1008 | 74 | 5.6% |
| 1007 | 35 | 2.7% |
| 1015 | 17 | 1.3% |
| 1006 | 14 | 1.1% |
| Other values (2) | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 1004 | 1 | 0.1% |
| 1005 | 3 | 0.2% |
| 1006 | 14 | 1.1% |
| 1007 | 35 | 2.7% |
| 1008 | 74 | 5.6% |
| 1009 | 153 | |
| 1010 | 201 | |
| 1011 | 267 | |
| 1012 | 253 | |
| 1013 | 189 |
| Value | Count | Frequency (%) |
| 1015 | 17 | 1.3% |
| 1014 | 104 | 7.9% |
| 1013 | 189 | |
| 1012 | 253 | |
| 1011 | 267 | |
| 1010 | 201 | |
| 1009 | 153 | |
| 1008 | 74 | 5.6% |
| 1007 | 35 | 2.7% |
| 1006 | 14 | 1.1% |
External Humidity
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.610221 |
| Minimum | 46 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 84 |
| median | 92 |
| Q3 | 96 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 54 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.7714268 |
|---|---|
| Coefficient of variation (CV) | 0.11027426 |
| Kurtosis | 0.83399647 |
| Mean | 88.610221 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.2181018 |
| Sum | 116168 |
| Variance | 95.480781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 96 | 135 | 10.3% |
| 97 | 102 | 7.8% |
| 98 | 93 | 7.1% |
| 94 | 79 | 6.0% |
| 95 | 68 | 5.2% |
| 93 | 67 | 5.1% |
| 99 | 65 | 5.0% |
| 92 | 62 | 4.7% |
| 91 | 57 | 4.3% |
| 90 | 51 | 3.9% |
| Other values (37) | 532 |
| Value | Count | Frequency (%) |
| 46 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 55 | 1 | 0.1% |
| 58 | 4 | |
| 59 | 1 | 0.1% |
| 60 | 3 | |
| 61 | 5 | |
| 62 | 4 | |
| 63 | 5 |
| Value | Count | Frequency (%) |
| 100 | 10 | 0.8% |
| 99 | 65 | |
| 98 | 93 | |
| 97 | 102 | |
| 96 | 135 | |
| 95 | 68 | |
| 94 | 79 | |
| 93 | 67 | |
| 92 | 62 | |
| 91 | 57 |
Dew Point
Real number (ℝ)
| Distinct | 463 |
|---|---|
| Distinct (%) | 35.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.656857 |
| Minimum | 11.13 |
|---|---|
| Maximum | 25.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 11.13 |
|---|---|
| 5-th percentile | 19.56 |
| Q1 | 20.975 |
| median | 21.65 |
| Q3 | 22.44 |
| 95-th percentile | 23.655 |
| Maximum | 25.52 |
| Range | 14.39 |
| Interquartile range (IQR) | 1.465 |
Descriptive statistics
| Standard deviation | 1.2450992 |
|---|---|
| Coefficient of variation (CV) | 0.057492144 |
| Kurtosis | 4.2905537 |
| Mean | 21.656857 |
| Median Absolute Deviation (MAD) | 0.73 |
| Skewness | -0.64118441 |
| Sum | 28392.14 |
| Variance | 1.5502719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.09 | 11 | 0.8% |
| 21.42 | 10 | 0.8% |
| 22.36 | 10 | 0.8% |
| 21.04 | 9 | 0.7% |
| 21.13 | 9 | 0.7% |
| 22.77 | 8 | 0.6% |
| 22.23 | 8 | 0.6% |
| 22.16 | 8 | 0.6% |
| 21.59 | 8 | 0.6% |
| 21.33 | 8 | 0.6% |
| Other values (453) | 1222 |
| Value | Count | Frequency (%) |
| 11.13 | 1 | |
| 15.84 | 1 | |
| 16.92 | 1 | |
| 17.61 | 1 | |
| 17.96 | 1 | |
| 18.1 | 1 | |
| 18.26 | 1 | |
| 18.28 | 1 | |
| 18.34 | 1 | |
| 18.36 | 2 |
| Value | Count | Frequency (%) |
| 25.52 | 1 | |
| 25.37 | 1 | |
| 25.21 | 1 | |
| 24.92 | 1 | |
| 24.91 | 2 | |
| 24.83 | 1 | |
| 24.8 | 1 | |
| 24.76 | 2 | |
| 24.7 | 1 | |
| 24.61 | 1 |
Clouds
Real number (ℝ)
| Distinct | 99 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.249428 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 40 |
| median | 87 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 29.333453 |
|---|---|
| Coefficient of variation (CV) | 0.40045983 |
| Kurtosis | -1.0284355 |
| Mean | 73.249428 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.68172118 |
| Sum | 96030 |
| Variance | 860.45148 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 371 | |
| 40 | 175 | 13.3% |
| 99 | 69 | 5.3% |
| 75 | 65 | 5.0% |
| 20 | 52 | 4.0% |
| 98 | 30 | 2.3% |
| 97 | 28 | 2.1% |
| 94 | 27 | 2.1% |
| 96 | 25 | 1.9% |
| 95 | 22 | 1.7% |
| Other values (89) | 447 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 | |
| 10 | 2 |
| Value | Count | Frequency (%) |
| 100 | 371 | |
| 99 | 69 | 5.3% |
| 98 | 30 | 2.3% |
| 97 | 28 | 2.1% |
| 96 | 25 | 1.9% |
| 95 | 22 | 1.7% |
| 94 | 27 | 2.1% |
| 93 | 18 | 1.4% |
| 92 | 15 | 1.1% |
| 91 | 12 | 0.9% |
Wind Speed
Real number (ℝ)
| Distinct | 290 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.084958 |
| Minimum | 0 |
|---|---|
| Maximum | 6.7 |
| Zeros | 280 |
| Zeros (%) | 21.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.375 |
| median | 1 |
| Q3 | 1.57 |
| 95-th percentile | 2.78 |
| Maximum | 6.7 |
| Range | 6.7 |
| Interquartile range (IQR) | 1.195 |
Descriptive statistics
| Standard deviation | 0.91807739 |
|---|---|
| Coefficient of variation (CV) | 0.84618699 |
| Kurtosis | 1.9526998 |
| Mean | 1.084958 |
| Median Absolute Deviation (MAD) | 0.59 |
| Skewness | 1.0333355 |
| Sum | 1422.38 |
| Variance | 0.84286609 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 280 | 21.4% |
| 0.5 | 65 | 5.0% |
| 1 | 53 | 4.0% |
| 1.5 | 25 | 1.9% |
| 2.1 | 14 | 1.1% |
| 1.35 | 11 | 0.8% |
| 1.59 | 10 | 0.8% |
| 1.44 | 9 | 0.7% |
| 1.51 | 9 | 0.7% |
| 1.48 | 9 | 0.7% |
| Other values (280) | 826 |
| Value | Count | Frequency (%) |
| 0 | 280 | |
| 0.02 | 1 | 0.1% |
| 0.07 | 1 | 0.1% |
| 0.11 | 1 | 0.1% |
| 0.13 | 2 | 0.2% |
| 0.14 | 1 | 0.1% |
| 0.15 | 2 | 0.2% |
| 0.16 | 2 | 0.2% |
| 0.19 | 3 | 0.2% |
| 0.2 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6.7 | 1 | |
| 5.1 | 1 | |
| 4.92 | 1 | |
| 4.77 | 1 | |
| 4.6 | 1 | |
| 4.55 | 1 | |
| 4.49 | 1 | |
| 4.38 | 1 | |
| 4.26 | 1 | |
| 4.22 | 2 |
Description
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.5 KiB |
| light rain | |
|---|---|
| overcast clouds | |
| scattered clouds | |
| broken clouds | |
| moderate rain | |
| Other values (9) |
Length
| Max length | 27 |
|---|---|
| Median length | 23 |
| Mean length | 13.337147 |
| Min length | 4 |
Characters and Unicode
| Total characters | 17485 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | scattered clouds |
|---|---|
| 2nd row | broken clouds |
| 3rd row | broken clouds |
| 4th row | scattered clouds |
| 5th row | light rain |
Common Values
| Value | Count | Frequency (%) |
| light rain | 368 | |
| overcast clouds | 311 | |
| scattered clouds | 175 | |
| broken clouds | 156 | |
| moderate rain | 98 | 7.5% |
| few clouds | 74 | 5.6% |
| heavy intensity rain | 51 | 3.9% |
| light intensity shower rain | 21 | 1.6% |
| clear sky | 16 | 1.2% |
| mist | 13 | 1.0% |
| Other values (4) | 28 | 2.1% |
Length
| Value | Count | Frequency (%) |
| clouds | 716 | |
| rain | 550 | |
| light | 395 | |
| overcast | 311 | |
| scattered | 175 | 6.5% |
| broken | 156 | 5.8% |
| moderate | 98 | 3.6% |
| intensity | 78 | 2.9% |
| few | 74 | 2.7% |
| heavy | 52 | 1.9% |
| Other values (8) | 105 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1399 | 8.0% | |
| t | 1376 | 7.9% |
| r | 1376 | 7.9% |
| s | 1351 | 7.7% |
| o | 1323 | 7.6% |
| e | 1282 | 7.3% |
| c | 1218 | 7.0% |
| a | 1202 | 6.9% |
| l | 1133 | 6.5% |
| i | 1131 | 6.5% |
| Other values (13) | 4694 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16086 | |
| Space Separator | 1399 | 8.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1376 | 8.6% |
| r | 1376 | 8.6% |
| s | 1351 | 8.4% |
| o | 1323 | 8.2% |
| e | 1282 | 8.0% |
| c | 1218 | 7.6% |
| a | 1202 | 7.5% |
| l | 1133 | 7.0% |
| i | 1131 | 7.0% |
| d | 1016 | 6.3% |
| Other values (12) | 3678 |
Space Separator
| Value | Count | Frequency (%) |
| 1399 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16086 | |
| Common | 1399 | 8.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 1376 | 8.6% |
| r | 1376 | 8.6% |
| s | 1351 | 8.4% |
| o | 1323 | 8.2% |
| e | 1282 | 8.0% |
| c | 1218 | 7.6% |
| a | 1202 | 7.5% |
| l | 1133 | 7.0% |
| i | 1131 | 7.0% |
| d | 1016 | 6.3% |
| Other values (12) | 3678 |
Common
| Value | Count | Frequency (%) |
| 1399 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17485 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1399 | 8.0% | |
| t | 1376 | 7.9% |
| r | 1376 | 7.9% |
| s | 1351 | 7.7% |
| o | 1323 | 7.6% |
| e | 1282 | 7.3% |
| c | 1218 | 7.0% |
| a | 1202 | 6.9% |
| l | 1133 | 6.5% |
| i | 1131 | 6.5% |
| Other values (13) | 4694 |
average_internal_temp
Real number (ℝ)
| Distinct | 608 |
|---|---|
| Distinct (%) | 46.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.679634 |
| Minimum | 17.5 |
|---|---|
| Maximum | 39.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 17.5 |
|---|---|
| 5-th percentile | 20.341667 |
| Q1 | 22.1 |
| median | 23.633333 |
| Q3 | 29.325 |
| 95-th percentile | 34.533333 |
| Maximum | 39.6 |
| Range | 22.1 |
| Interquartile range (IQR) | 7.225 |
Descriptive statistics
| Standard deviation | 4.6999557 |
|---|---|
| Coefficient of variation (CV) | 0.18302269 |
| Kurtosis | -0.55377658 |
| Mean | 25.679634 |
| Median Absolute Deviation (MAD) | 2.2333333 |
| Skewness | 0.81307599 |
| Sum | 33666 |
| Variance | 22.089584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 12 | 0.9% |
| 22.9 | 12 | 0.9% |
| 24 | 11 | 0.8% |
| 21.6 | 10 | 0.8% |
| 22.1 | 10 | 0.8% |
| 22.25 | 9 | 0.7% |
| 21.7 | 9 | 0.7% |
| 21.8 | 9 | 0.7% |
| 21.9 | 9 | 0.7% |
| 22.75 | 8 | 0.6% |
| Other values (598) | 1212 |
| Value | Count | Frequency (%) |
| 17.5 | 1 | |
| 18.5 | 1 | |
| 18.9 | 1 | |
| 19 | 1 | |
| 19.05 | 1 | |
| 19.1 | 1 | |
| 19.13333333 | 1 | |
| 19.2 | 1 | |
| 19.25 | 2 | |
| 19.26666667 | 2 |
| Value | Count | Frequency (%) |
| 39.6 | 1 | |
| 38.73333333 | 1 | |
| 38.7 | 1 | |
| 37.7 | 2 | |
| 37.65 | 1 | |
| 37.46666667 | 1 | |
| 37.46666667 | 1 | |
| 37.35 | 1 | |
| 37.3 | 1 | |
| 37.15 | 1 |
average_internal_humidity
Real number (ℝ)
| Distinct | 373 |
|---|---|
| Distinct (%) | 28.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.935011 |
| Minimum | 36.5 |
|---|---|
| Maximum | 96.633333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | 36.5 |
|---|---|
| 5-th percentile | 58.183333 |
| Q1 | 90.716667 |
| median | 95 |
| Q3 | 95.966667 |
| 95-th percentile | 96.633333 |
| Maximum | 96.633333 |
| Range | 60.133333 |
| Interquartile range (IQR) | 5.25 |
Descriptive statistics
| Standard deviation | 12.589976 |
|---|---|
| Coefficient of variation (CV) | 0.14156378 |
| Kurtosis | 2.3975808 |
| Mean | 88.935011 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -1.8900782 |
| Sum | 116593.8 |
| Variance | 158.5075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95 | 290 | |
| 96.63333333 | 219 | |
| 94.5 | 111 | 8.5% |
| 96.3 | 86 | 6.6% |
| 93.5 | 48 | 3.7% |
| 93 | 39 | 3.0% |
| 95.63333333 | 38 | 2.9% |
| 95.3 | 33 | 2.5% |
| 94 | 15 | 1.1% |
| 95.96666667 | 10 | 0.8% |
| Other values (363) | 422 |
| Value | Count | Frequency (%) |
| 36.5 | 1 | |
| 41.63333333 | 1 | |
| 42 | 1 | |
| 43.5 | 1 | |
| 43.73333333 | 1 | |
| 43.9 | 1 | |
| 43.93333333 | 1 | |
| 46.63333333 | 1 | |
| 46.7 | 1 | |
| 47.76666667 | 1 |
| Value | Count | Frequency (%) |
| 96.63333333 | 219 | |
| 96.56666667 | 1 | 0.1% |
| 96.53333333 | 1 | 0.1% |
| 96.5 | 1 | 0.1% |
| 96.43333333 | 1 | 0.1% |
| 96.36666667 | 1 | 0.1% |
| 96.3 | 86 | 6.6% |
| 96.26666667 | 1 | 0.1% |
| 96.23333333 | 1 | 0.1% |
| 96.2 | 1 | 0.1% |
light
Real number (ℝ)
| Distinct | 615 |
|---|---|
| Distinct (%) | 46.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3267.7892 |
| Minimum | -2 |
|---|---|
| Maximum | 27306.2 |
| Zeros | 6 |
| Zeros (%) | 0.5% |
| Negative | 116 |
| Negative (%) | 8.8% |
| Memory size | 20.5 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 1.042 |
| median | 1.042 |
| Q3 | 4765.625 |
| 95-th percentile | 15742.7 |
| Maximum | 27306.2 |
| Range | 27308.2 |
| Interquartile range (IQR) | 4764.583 |
Descriptive statistics
| Standard deviation | 5721.6838 |
|---|---|
| Coefficient of variation (CV) | 1.7509342 |
| Kurtosis | 4.4864218 |
| Mean | 3267.7892 |
| Median Absolute Deviation (MAD) | 3.042 |
| Skewness | 2.1586129 |
| Sum | 4284071.7 |
| Variance | 32737665 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.042 | 536 | |
| -2 | 63 | 4.8% |
| -1 | 53 | 4.0% |
| 27306.2 | 8 | 0.6% |
| 2.5 | 6 | 0.5% |
| 0 | 6 | 0.5% |
| 2.917 | 5 | 0.4% |
| 6.458 | 5 | 0.4% |
| 3.125 | 4 | 0.3% |
| 1.25 | 4 | 0.3% |
| Other values (605) | 621 |
| Value | Count | Frequency (%) |
| -2 | 63 | 4.8% |
| -1 | 53 | 4.0% |
| 0 | 6 | 0.5% |
| 1.042 | 536 | |
| 1.25 | 4 | 0.3% |
| 1.458 | 2 | 0.2% |
| 1.875 | 4 | 0.3% |
| 2.083 | 1 | 0.1% |
| 2.292 | 1 | 0.1% |
| 2.5 | 6 | 0.5% |
| Value | Count | Frequency (%) |
| 27306.2 | 8 | |
| 26764.2 | 1 | 0.1% |
| 26467.1 | 1 | 0.1% |
| 26404.6 | 1 | 0.1% |
| 25959.2 | 1 | 0.1% |
| 25729.6 | 1 | 0.1% |
| 25510.8 | 1 | 0.1% |
| 25354.2 | 1 | 0.1% |
| 25136.2 | 1 | 0.1% |
| 24795 | 1 | 0.1% |
| External Temperature | Feels Like | Pressure | External Humidity | Dew Point | Clouds | Wind Speed | average_internal_temp | average_internal_humidity | light | Description | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| External Temperature | 1.000 | 0.997 | -0.173 | -0.815 | 0.585 | -0.153 | 0.219 | 0.256 | -0.339 | 0.264 | 0.108 |
| Feels Like | 0.997 | 1.000 | -0.173 | -0.785 | 0.624 | -0.138 | 0.215 | 0.261 | -0.329 | 0.254 | 0.106 |
| Pressure | -0.173 | -0.173 | 1.000 | 0.144 | -0.030 | -0.010 | -0.016 | -0.297 | 0.178 | -0.271 | 0.126 |
| External Humidity | -0.815 | -0.785 | 0.144 | 1.000 | -0.108 | 0.288 | -0.264 | -0.103 | 0.366 | -0.270 | 0.070 |
| Dew Point | 0.585 | 0.624 | -0.030 | -0.108 | 1.000 | 0.157 | 0.074 | 0.298 | -0.106 | 0.055 | 0.117 |
| Clouds | -0.153 | -0.138 | -0.010 | 0.288 | 0.157 | 1.000 | 0.166 | 0.067 | 0.142 | 0.025 | 0.575 |
| Wind Speed | 0.219 | 0.215 | -0.016 | -0.264 | 0.074 | 0.166 | 1.000 | -0.017 | -0.045 | 0.087 | 0.098 |
| average_internal_temp | 0.256 | 0.261 | -0.297 | -0.103 | 0.298 | 0.067 | -0.017 | 1.000 | -0.485 | 0.452 | 0.092 |
| average_internal_humidity | -0.339 | -0.329 | 0.178 | 0.366 | -0.106 | 0.142 | -0.045 | -0.485 | 1.000 | -0.272 | 0.087 |
| light | 0.264 | 0.254 | -0.271 | -0.270 | 0.055 | 0.025 | 0.087 | 0.452 | -0.272 | 1.000 | 0.257 |
| Description | 0.108 | 0.106 | 0.126 | 0.070 | 0.117 | 0.575 | 0.098 | 0.092 | 0.087 | 0.257 | 1.000 |
| External Temperature | Feels Like | Pressure | External Humidity | Dew Point | Clouds | Wind Speed | Description | average_internal_temp | average_internal_humidity | light | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| datetime | |||||||||||
| 2020-10-22 00:00:00 | 22.69 | 23.21 | 1009 | 84 | 19.85 | 40 | 0.00 | scattered clouds | 23.433333 | 96.300000 | 1.042 |
| 2020-10-22 01:00:00 | 22.71 | 23.46 | 1011 | 93 | 21.52 | 70 | 2.34 | broken clouds | 23.300000 | 96.366667 | 1.042 |
| 2020-10-22 02:00:00 | 25.06 | 25.89 | 1012 | 87 | 22.74 | 69 | 2.51 | broken clouds | 23.000000 | 95.000000 | 1.042 |
| 2020-10-22 03:00:00 | 25.66 | 26.24 | 1011 | 75 | 20.90 | 40 | 1.50 | scattered clouds | 22.600000 | 96.633333 | 1.042 |
| 2020-10-22 04:00:00 | 25.83 | 26.77 | 1012 | 88 | 23.69 | 65 | 4.38 | light rain | 22.900000 | 95.000000 | 1.042 |
| 2020-10-22 05:00:00 | 27.52 | 31.31 | 1012 | 83 | 24.37 | 48 | 4.55 | light rain | 22.700000 | 96.200000 | 1.042 |
| 2020-10-22 08:00:00 | 27.73 | 31.86 | 1009 | 83 | 24.58 | 29 | 4.92 | light rain | 29.833333 | 83.133333 | 6999.17 |
| 2020-10-22 09:00:00 | 27.83 | 30.98 | 1007 | 75 | 22.99 | 40 | 6.70 | scattered clouds | 31.066667 | 85.966667 | 15679.6 |
| 2020-10-22 10:00:00 | 25.92 | 26.79 | 1008 | 85 | 23.20 | 49 | 4.26 | light rain | 31.900000 | 76.533333 | 8890.42 |
| 2020-10-22 11:00:00 | 25.49 | 26.37 | 1008 | 87 | 23.17 | 57 | 3.64 | light rain | 29.833333 | 89.700000 | 14612.1 |
| External Temperature | Feels Like | Pressure | External Humidity | Dew Point | Clouds | Wind Speed | Description | average_internal_temp | average_internal_humidity | light | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| datetime | |||||||||||
| 2020-12-30 14:00:00 | 23.63 | 24.40 | 1010 | 90 | 21.89 | 37 | 1.24 | scattered clouds | 31.100000 | 67.766667 | 13084.2 |
| 2020-12-30 15:00:00 | 23.40 | 24.28 | 1010 | 95 | 22.55 | 20 | 0.00 | thunderstorm | 32.350000 | 66.000000 | 12345.4 |
| 2020-12-30 16:00:00 | 23.47 | 24.22 | 1012 | 90 | 21.73 | 44 | 1.48 | scattered clouds | 33.366667 | 64.933333 | 7014.58 |
| 2020-12-30 17:00:00 | 22.88 | 23.65 | 1011 | 93 | 21.69 | 48 | 1.53 | scattered clouds | 27.833333 | 91.833333 | 543.333 |
| 2020-12-30 18:00:00 | 22.74 | 23.52 | 1010 | 94 | 21.72 | 40 | 0.00 | scattered clouds | 25.650000 | 95.000000 | 70 |
| 2020-12-30 19:00:00 | 22.82 | 23.61 | 1011 | 94 | 21.80 | 52 | 1.50 | broken clouds | 24.433333 | 96.633333 | 1.042 |
| 2020-12-30 20:00:00 | 22.63 | 23.43 | 1010 | 95 | 21.79 | 65 | 1.46 | broken clouds | 24.066667 | 96.633333 | 1.042 |
| 2020-12-30 21:00:00 | 22.36 | 23.16 | 1009 | 96 | 21.69 | 40 | 0.00 | light rain | 23.600000 | 96.633333 | 1.042 |
| 2020-12-30 22:00:00 | 21.89 | 22.64 | 1009 | 96 | 21.22 | 86 | 1.56 | overcast clouds | 24.250000 | 95.000000 | 1.042 |
| 2020-12-30 23:00:00 | 21.88 | 22.66 | 1009 | 97 | 21.38 | 92 | 1.59 | overcast clouds | 24.050000 | 95.000000 | 1.042 |